Discover Awesome MCP Servers

Xylent MCP Server

Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to Claude for managing complex development tasks. It supports direct agent execution, manual task orchestration, and fully autonomous workflows with integrated quality gates.

ROS MCP Server

Enables control of ROS/ROS2 robots through natural language commands by translating LLM instructions into ROS topics and services. Supports cross-platform WebSocket-based communication with existing robot systems without requiring code modifications.

RISEN Prompt Engineering MCP Tool

A Model Context Protocol server that helps users create, validate, manage, and optimize prompts using the RISEN framework (Role, Instructions, Steps, Expectations, Narrowing).

Remote MCP Server (Authless)

A template for deploying an authentication-free MCP server on Cloudflare Workers. Enables quick deployment of custom tools accessible via SSE from Claude Desktop or the Cloudflare AI Playground.

Cloud TPU API MCP Server

Provides Multi-Agent Conversation Protocol access to Google Cloud TPU services, enabling management of Tensor Processing Units through natural language interactions with the Google TPU API.

ReadPDFx - OCR PDF MCP Server

Provides intelligent OCR and PDF processing capabilities that automatically detect whether PDFs contain digital text or scanned images and apply appropriate extraction methods. Supports text extraction, OCR processing, structure analysis, and batch operations.

FastMCP Dummy Server

A minimal example server implementing the Model Context Protocol, providing addition and multiplication tools for learning and experimentation with MCP clients.

Rememberizer MCP Server for Common Knowledge

Enables accessing and managing personal/team internal knowledge repository with tools for semantic search, smart search, document listing, and saving information for future recall.

DigitalOcean MCP Server

Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI assistants to manage cloud infrastructure including droplets, databases, load balancers, DNS, Kubernetes, and other DigitalOcean resources programmatically.

Apollo.io MCP Server

Enables AI assistants to interact with Apollo.io API for sales and marketing activities. Provides tools to search for companies and contacts, enrich person and organization data, and manage accounts with comprehensive lead generation capabilities.

Lumen Resto MCP

Enables restaurant reservation management and schedule checking through Supabase with multi-tenant support. Designed for WhatsApp and phone agents to verify opening hours, create reservations with automatic table assignment, and handle multiple restaurants from a single server.

Claude Code Control MCP

Enables programmatic execution of coding tasks and autonomous file operations using Claude AI. It allows agents to search codebases, run shell commands, and track file changes through the Model Context Protocol.

xiaozhi-mcp

A versatile MCP server framework that enables AI capabilities like remote control, calculations, and email operations via multiple transport types. It supports stdio, SSE, and HTTP protocols for seamless integration between language models and external systems.

Playwright MCP Docker Environment

Este proyecto proporciona un entorno de Docker Compose para ejecutar el servidor '@playwright/mcp'.

WebScraping.AI MCP Server

Implementación de un servidor de Protocolo de Contexto de Modelo (MCP) que se integra con WebScraping.AI para capacidades de extracción de datos web.

RoboDK MCP Server

Enables AI agents to control RoboDK robotics simulation software, allowing them to manage stations, add robots, and inspect station hierarchies through natural language commands.

Prompt Optimizer MCP Server

An AI server that provides intelligent prompt optimization capabilities, enhancing prompts for clarity, specificity, structure, and other attributes to improve AI interactions.

mcp-flowise

El servidor Flowise MCP permite a los clientes listar flujos de chat y realizar predicciones, integrándose perfectamente con cuentas DIY Flowise o Flowise Cloud. Proporciona una interfaz sencilla para ejecutar predicciones de flujos de chat/asistentes con configuraciones Flowise existentes.

mcp-skills

Provides dynamic, context-aware code assistant skills through hybrid RAG (vector + knowledge graph), enabling runtime skill discovery, automatic toolchain-based recommendations, and on-demand loading from multiple git repositories.

Enhanced Outlook MCP Server

Conecta a Claude con Microsoft Outlook a través de la API de Graph, proporcionando capacidades integrales de gestión de correo electrónico, calendario, carpetas y creación de reglas.

Etherscan MCP Server

Here are a few possible translations, depending on the context you're looking for: * **Direct Translation:** "Servidor MCP de la API v2 de Etherscan" * **More Descriptive (if "MCP" is unclear):** "Servidor MCP para la API v2 de Etherscan" (Keeping MCP as it is, assuming it's an acronym) * **If you know what MCP stands for, replace it. For example, if MCP means "Message Control Protocol":** "Servidor de Protocolo de Control de Mensajes de la API v2 de Etherscan" Therefore, the best translation depends on whether your audience understands what "MCP" refers to. If not, either keep it as is or replace it with the full term.

Memorious MCP

Provides AI assistants with long-term semantic memory capabilities through local vector-based storage. Enables storing, recalling, and managing information across sessions with complete privacy using ChromaDB, with no data ever leaving your machine.

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Espejo de

Chess.com MCP Server

Proporciona acceso a datos de jugadores de Chess.com, registros de partidas e información pública a través de interfaces MCP estandarizadas, lo que permite a los asistentes de IA buscar y analizar información de ajedrez.

MCP Auth Server

A Model Context Protocol (MCP) server with HTTP transport that implements JWT authentication, allowing secure tool execution and prompt handling with role-based access control.

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Servidor MCP

MCP Operator

Un servidor de automatización de navegadores web que permite a los asistentes de IA controlar Chrome con gestión de estado persistente, lo que facilita tareas de navegación complejas a través de operaciones de navegador asíncronas.

GitLab MCP Server

A comprehensive integration providing over 46 tools for managing GitLab projects, issues, merge requests, and CI/CD workflows through natural language. It supports repository operations like local cloning and batch actions across groups via stdio, SSE, or HTTP transports.

ChainGPT MCP

A Model Context Protocol server that integrates ChainGPT capabilities into AI agents, allowing users to access crypto news, prices, and market trends.